He stared at the glowing screen, the words of the blog post, which she had worked endlessly on, mocking him. The words now belonged to "Mr. Henderson." He felt a searing heat in his cheeks, as if he'd been slapped.

The small, cramped apartment, usually a haven of creativity, now felt like a cage. He couldn't bring himself to write, the words now seemed tainted, poisoned. He tossed the laptop on the bed and paced the apartment, each step carrying a growing frustration. He kicked a chair.

He didn't eat. He didn't speak. He stared out the window, watching the world go by, while a black hole of hurt grew in his chest.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

This story is one of 1,000 stories generated for the emotion resentful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 resentful stories, after denoising with neutral dialogue baselines, produces the resentful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resentful vector is projected through the unembedding matrix.

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210